Senior AI Data Scientist

6 days ago

San Diego California, United States Faro Health Inc. Full time
About Faro Health Inc.

Faro Health Inc. is a leading healthcare technology company that aims to revolutionize the clinical trials industry by leveraging the power of artificial intelligence.

Job Summary

We are seeking a highly experienced and skilled Senior AI Data Scientist to join our team. As a key member of our data science team, you will be responsible for developing and implementing AI-powered solutions to optimize clinical trial design and outcomes.

Key Responsibilities
  • Work closely with our leadership team, customers, and clinical team to ideate new applications of machine learning and develop an ML research plan to create value for our customers.
  • Implement and evaluate proof of concept prototypes to assess the feasibility of research theses, and collaborate with software engineers to develop tools, end-user UX, infrastructure, and other systems needed to productize validated ML models.
  • Source and extract signals from a range of structured and unstructured medical data to provide ML-driven insights for generating and optimizing the design of clinical trials.
  • Implement and optimize data pipelines and inference models to meet production needs, and monitor and maintain models in production.
  • Educate and inform key product team members, internal stakeholders, and customers about the possibilities, risks, and evolving landscape of machine learning models applied to clinical trial design.
  • Mentor and oversee more junior data scientists and ML engineers on the team.
  • Engage with the latest developments in machine learning and AI applied to the clinical space, and continually develop skills, attend conferences, publish social media articles, and papers.
Requirements
  • Master's or PhD degree in Computer Science, Machine Learning, Data Science, or another technical field that encompasses data analysis and predictive modeling.
  • Minimum 9+ years of experience in ML Engineer or Data Scientist roles building AI-powered product features at high-performing technology organizations.
  • Expert proficiency in Python and ML frameworks such as PyTorch or TensorFlow applied within cloud environments, with experience deploying production models in an Azure or AWS environment.
  • Familiarity with methods of training, prompting, fine-tuning, and evaluating commercial and open-source LLMs, with experience with RAG applied to sensitive corporate data hosted in private deployments.
  • Ability to work collaboratively with cross-functional teams, including presenting proposed technology vision, collaborating effectively with product, UX, sales, marketing, operations, and other groups.
  • Ability to move and prototype concepts quickly and have impact in a fast-moving startup environment where there may be ambiguous requirements and competing priorities.
Benefits
  • Annual salary: $173,000-$244,000
  • Equity: a major component of the total compensation for this position, with higher-than-average equity compensation for a company of our size.
  • US Benefits: healthcare plan (medical, dental, and vision), retirement plan (401k), life insurance (basic), short-term and long-term disability, paid time off (flexible vacation policy, paid sick days, and public holidays observed), and continuous training and development with up to $1000/year reimbursed fees subject to manager approval.

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